Edge-Enhanced Dilated Residual Attention Network for Multimodal Medical Image Fusion

1 code implementation • 18 Nov 2024 • Meng Zhou, Yuxuan Zhang, Xiaolan Xu, Jiayi Wang, Farzad Khalvati

Multimodal medical image fusion is a crucial task that combines complementary information from different imaging modalities into a unified representation, thereby enhancing diagnostic accuracy and treatment planning.

Brain Tumor Classification

An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw Cycle

1 code implementation • 4 Jul 2024 • Divya Kumawat, Ardeshir Ebtehaj, Xiaolan Xu, Andreas Colliander, Vipin Kumar

Estimating the landscape and soil freeze-thaw (FT) dynamics in the Northern Hemisphere is crucial for understanding permafrost response to global warming and changes in regional and global carbon budgets.

Anomaly Detection Retrieval +2

An Attention-based Multi-Scale Feature Learning Network for Multimodal Medical Image Fusion

1 code implementation • 9 Dec 2022 • Meng Zhou, Xiaolan Xu, Yuxuan Zhang

Furthermore, we propose a novel fixed fusion strategy termed Softmax-based weighted strategy based on the Softmax weights and matrix nuclear norm.